A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trained to scan for vulnerabilities in the network and exploit them to gain access to various network resources.
☆30Apr 2, 2025Updated last year
Alternatives and similar repositories for RL4RedTeam
Users that are interested in RL4RedTeam are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Jul 30, 2022Updated 4 years ago
- ☆19Feb 22, 2022Updated 4 years ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆61Dec 19, 2024Updated last year
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆44Sep 20, 2024Updated last year
- Multi-Agent Reinforcement Learning on network-security☆22Apr 12, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An environment for testing AI pentesting agents against a simulated network.☆209Feb 28, 2024Updated 2 years ago
- Bayesian Regression Models using pymc3☆11Feb 4, 2017Updated 9 years ago
- implementation of the paper "APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Emb…☆12Dec 24, 2024Updated last year
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆1,085Jul 21, 2026Updated last month
- ☆15Jan 25, 2025Updated last year
- A minimal Unreal Engine project for developing and testing UnrealCV☆17Nov 8, 2018Updated 7 years ago
- An open source reinforcement learning codebase with a variety of intrinsic exploration methods implemented in PyTorch.☆11Feb 6, 2023Updated 3 years ago
- Code for the Reset-free Trial and Error learning paper (RTE) experiments☆10Jan 3, 2018Updated 8 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆85Oct 27, 2025Updated 10 months ago
- Prioritized Sequence Experience Replay☆10Aug 16, 2021Updated 5 years ago
- ☆10Jun 28, 2022Updated 4 years ago
- NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.☆25May 20, 2024Updated 2 years ago
- Opinionated library for managing hyperparameters and mutable state of machine learning training systems.☆19Aug 4, 2023Updated 3 years ago
- MDP and RL interface for PDDL domains via PDDL.jl + POMDPs.jl.☆16Jun 14, 2024Updated 2 years ago
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆448Feb 15, 2022Updated 4 years ago
- Deception and Moving Target Defense with Network Attack Simulation Paper Code☆14Dec 13, 2022Updated 3 years ago
- Reinforcement Learning for Classical Planning☆12Apr 13, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 基于ssm实现的java校园新闻发布管理系统,项目技术:JSP +Spring + SpringMVC + MyBatis + html+ css + JavaScript + JQuery + Ajax等。有用户和管理员两个角色。前台包含模块有:首页、师生风采、教学教研、…☆12Mar 21, 2022Updated 4 years ago
- Implementation of "Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update", NeurIPS 2019.☆16Sep 24, 2019Updated 6 years ago
- Fast reinforcement learning research☆65May 25, 2026Updated 3 months ago
- Code from the book Bare Metal micro:bit, configured for the V2 micro:bit with an nRF52833 microcontroller chip.☆15Oct 13, 2025Updated 10 months ago
- 一个QQ机器人🤖项目☆17Jul 24, 2022Updated 4 years ago
- ☆16Dec 22, 2017Updated 8 years ago
- Basic 3D Collision Detection and Resolution implementation Using GJK and EPA algorithms.☆20Jan 29, 2021Updated 5 years ago
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Mar 28, 2024Updated 2 years ago
- JAX compilation of RDDL description files, and a differentiable planner in JAX.☆16Jun 28, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python bindings for the Rusty Object Notation.☆20Aug 10, 2026Updated 3 weeks ago
- Tensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)☆20Nov 26, 2020Updated 5 years ago
- MBRL library in JAX☆10Sep 22, 2022Updated 3 years ago
- ☆10May 13, 2026Updated 3 months ago
- ☆18Jan 31, 2023Updated 3 years ago
- An algorithm for parsing any planning problem in PDDL format☆15Sep 16, 2016Updated 9 years ago
- A toolkit for working with RDDL domains in Python3.☆18Nov 7, 2020Updated 5 years ago